Liu, S., & Hu, Z. (2025). Mpemba Effect in Large-Language Model Training Dynamics: A Minimal Analysis of the Valley-River model.
Chicago Style (17th ed.) CitationLiu, Sibei, and Zhijian Hu. Mpemba Effect in Large-Language Model Training Dynamics: A Minimal Analysis of the Valley-River Model. 2025.
MLA (9th ed.) CitationLiu, Sibei, and Zhijian Hu. Mpemba Effect in Large-Language Model Training Dynamics: A Minimal Analysis of the Valley-River Model. 2025.
Warning: These citations may not always be 100% accurate.